Gabriel Hermosilla

Pontificia Universidad Católica de Valparaíso — Chile

Computer Science · Physical Sciences

19h-index962citations53works1.32yr avg
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Research Topics

Face recognition and analysis(16), Face and Expression Recognition(15), Mineral Processing and Grinding(5), Robotic Path Planning Algorithms(4), Advanced Image and Video Retrieval Techniques(4)

Publications53 total

AutoML Application on Soft-Failure Classification in Optical Networks
2025
Deep Reinforcement Learning for Sim-to-Real Robot Navigation with a Minimal Sensor Suite for Beach-Cleaning Applications
Applied Sciences·2025· 3 citedOpen Access
Automated Detection of Chilean Mine Waste Storage Facilities Using Advanced Deep Learning Models and Sentinel-2 Satellite Imagery
IEEE Access·2025· 1 citedOpen Access
Simplified Physical Stability Assessment of Chilean Mine Waste Storage Facilities Using GIS and AI: Application in the Antofagasta Region
IEEE Access·2025· 2 citedOpen Access
A Conditional Generative Algorithm for Periodic Metasurface Absorber in mm-Wave
2024
RL-Based Sim2Real Enhancements for Autonomous Beach-Cleaning Agents
Applied Sciences·2024· 2 citedOpen Access
Uncertainty Detection in Supervisor–Operator Audio Records of Real Electrical Network Operations
Electronics·2023Open Access
Imitating Teaching: An Automated Approach Using Large Language Model
2023· 2 cited
AI-Driven Geolocation of Mining Waste Deposits Using Sentinel Satellite Imagery
2023
High-Frequency Parametric Study of Electroplated Conductive Filaments in 3D Printed Microwave Topologies
3D Printing and Additive Manufacturing·2023· 2 citedOpen Access
Advanced Deep Learning Techniques for High-Quality Synthetic Thermal Image Generation
Mathematics·2023· 6 citedOpen Access
Automated Detection and Analysis of Massive Mining Waste Deposits Using Sentinel-2 Satellite Imagery and Artificial Intelligence
Remote Sensing·2023· 8 citedOpen Access
Resource Allocation in Multicore Elastic Optical Networks: A Deep Reinforcement Learning Approach
Complexity·2023· 16 citedOpen Access
Generation of Synthetic Data for the Analysis of the Physical Stability of Tailing Dams through Artificial Intelligence
Mathematics·2022· 15 citedOpen Access
An Easy to Use Deep Reinforcement Learning Library for AI Mobile Robots in Isaac Sim
Applied Sciences·2022· 19 citedOpen Access
Position Control of a Mobile Robot through Deep Reinforcement Learning
Applied Sciences·2022· 21 citedOpen Access
Resource Allocation in Multicore Elastic Optical Networks: A Deep Reinforcement Learning Approach
arXiv (Cornell University)·2022· 2 citedOpen Access
Detection of Human Gait Phases Using Textile Pressure Sensors: A Low Cost and Pervasive Approach
Sensors·2022· 8 citedOpen Access
Thermal Image Generation for Robust Face Recognition
Applied Sciences·2022· 11 citedOpen Access
Real-Time Remote Sensing of the Lobesia botrana Moth Using a Wireless Acoustic Detection Sensor
Applied Sciences·2021· 8 citedOpen Access
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Frequent Co-authors

Gonzalo Farías(18), Francisco Pizarro(11), Javier Ruiz‐del‐Solar(6), Gabriel Villavicencio(6), Víctor Cifuentes(5), Rodrigo Verschae(5), Sebastián Fingerhuth(5), Daniel Yunge(5), Esteban Vera(5), Mauricio Correa(4), Ariel Leiva(4), Ernesto Fábregas(4), Manuel Silva(4), Pierre Breul(4), S. Dormido-Canto(3), Héctor Vargas(3), José Luis Verdugo(3), Francisco Gallardo(3), Héctor Allende‐Cid(3), César San Martín(3)